Salah Elhossiny

Salah Elhossiny

18 followers

I’m currently working as FullStack ML developer.

AWS Community Builder.

Former fullstack developer at Surv* ( https://www.survbetter.com/ ).

ML Specialist certified from AWS.

Hugging Face's Transformers and Amazon SageMaker: A Serverless Inference

Feb 23, 20232 min read

To develop a Serverless Inference endpoint, the Hugging Face Inference DLCs and Amazon SageMaker Python SDK will be used. A new feature in SageMaker...

CI/CD for ML on AWS

Sep 27, 20225 min read

The scope of an ML practitioner's duties stops after they have created an ideal ML model, regardless of whether they used the CRISP-DM technique or an...

Automating Machine Learning Model Development Using SageMaker Autopilot

Sep 23, 20224 min read

AWS provides a variety of methods for automating the creation of ML models. I'll describe one such approach in this article: SageMaker Autopilot. A...

Getting Started with ML

Sep 21, 20224 min read

Unfortunately, there is no standardised manual on how to execute ML. This is due to the fact that each ML use case is distinct and particular to the...

Smallest Number in Infinite Set

Sep 9, 20221 min read

You have a set which contains all positive integers [1, 2, 3, 4, 5, ...]. Implement the SmallestInfiniteSet class: SmallestInfiniteSet() Initializes...

Count Good Nodes in Binary Tree

Sep 1, 20221 min read

Given a binary tree root, a node X in the tree is named good if in the path from root to X there are no nodes with a value greater than X. Return the...